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Recursive Partitioning in the Health Sciences

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Cover of 'Recursive Partitioning in the Health Sciences'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 A Practical Guide to Tree Construction
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    Chapter 3 Logistic Regression
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    Chapter 4 Classification Trees for a Binary Response
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    Chapter 5 Risk-Factor Analysis Using Tree-Based Stratification
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    Chapter 6 Analysis of Censored Data: Examples
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    Chapter 7 Analysis of Censored Data: Concepts and Classical Methods
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    Chapter 8 Analysis of Censored Data: Survival Trees
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    Chapter 9 Regression Trees and Adaptive Splines for a Continuous Response
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    Chapter 10 Analysis of Longitudinal Data
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    Chapter 11 Analysis of Multiple Discrete Responses
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    Chapter 12 Appendix
Attention for Chapter 4: Classification Trees for a Binary Response
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